Representative Publications In past five years(* Corresponding author)：
1. Zhang L, Wei L, Zhang W, Fang Y*. Bridging the gap: coordinating equity and efficiency in older people care resource allocation in China. BMC Geriatrics. 2024.
2. Duan S, Wu Y, Zhu J, Wang X, Zhang Y, Gu C, Fang Y*. Development of interpretable machine learning models associated with environmental chemicals to predict all-cause and specific-cause mortality：A longitudinal study based on NHANES. Ecotoxicol Environ Saf. 2024.
3. Zhang L. Sha W. Lin Q. Fang Y*. Can single Disease Payment Impact Hospitalization Expenses and Quality in District Hospital? A Case Study in Fujian, China. International journal for Equity in Health, 2024.
4. Zhang L, Shen S, Zhang W, Fang Y*. What Determines Informal Care Need Among Community-dwelling Older Adults in China? Results from a Longitudinal Study. BMC Geriatrics.2024.
5. Yuan M, Lian S, Li X, Long X, Fang Y*. Alzheimer's Disease Neuroimaging Initiative (ADNI). Blood biomarkers in dynamic prediction of conversion to Alzheimer's disease: An application of joint modeling. Int J Geriatr Psychiatry. 2024.
6. Wu Y, Xiang C, Wang Z, Fang Y*. Interpretable prediction models for disability in older adults with hypertension: the Chinese Longitudinal Healthy Longevity and Happy Family Study. Psychogeriatrics. 2024.
7. Liang H, Liang Y, Fang Y*. Associations of social connections and motoric cognitive risk syndrome: A 4-year prospective cohort study. Int Psychogeriatr. 2024.
8. Yuan M, Rong M, Long X, Lian S, Fang Y*. Trajectories of cognitive decline in different domains prior to AD onset in persons with mild cognitive impairment. Arch Gerontol Geriatr. 2024.
9. Ye Z, Li X, Lang H, Xin J, Xu H, Fang Y*. Long-term effect of extreme temperature on cognitive function of middle-aged and older adults in China. Int J Geriatr Psychiatry. 2024.
10. Zhang L#, Wei L#, Fang Y*. Spatial-temporal distribution patterns and influencing factors analysis of comorbidity prevalence of chronic diseases among middle-aged and elderly people in China: focusing on exposure to ambient fine particulate matter (PM2.5). BMC Public Health. 2024.
11. Wu Y, Wang X, Gu C, Zhu J, Fang Y*. Investigating predictors of progression from mild cognitive impairment to Alzheimer's disease based on different time intervals. Age Ageing. 2023.
12. Ye Z, Li X, Lang H, Fang Y*. Long-Term PM2.5 Exposure, Lung Function, and Cognitive Function Among Middle-Aged and Older Adults in China. J Gerontol A Biol Sci Med Sci. 2023.
13. Zeng Y, Lin C, Fang Y*. Factors influencing the demands for home and community-based care services among older adults living alone in China. J Aging Soc Policy. 2023.
14. Han Y#, Xu C#, Zhang L#, Wu Y, Fang Y*.Expenditure projections for community home-based care services for older adults with functional decline in China. International Journal for Equity in Health.2023.
15. Zhang L, Chen R, Fang Y*. Effects of Urban and Rural Resident Basic Medical Insurance on Healthcare Utilization Inequality in China. International Journal of Public Health.2023.
16. Jia M, Wu Y, Xiang C, Fang Y*.Predicting Alzheimer's Disease with Interpretable Machine Learning. Dement Geriatr Cogn Disord. 2023.
17. Yuan M, Tang R, Rong M, Han Y, Fang, Y*. The association of spousal depressive symptoms and cognitive function among older adults: mediation and moderated mediation analyses. Aging Ment Health. 2023.
18. Chen X, He L, Shi K, Wu Y, Lin S, Fang, Y*. Interpretable Machine Learning for Fall Prediction Among Older Adults in China. Am J Prev Med. 2023.
19. Chen X, Lin S, Zheng Y, He L, Fang, Y*. Long-term trajectories of depressive symptoms and machine learning techniques for fall prediction in older adults: Evidence from the China Health and Retirement Longitudinal Study (CHARLS). Arch Gerontol Geriatr. 2023.
20. Wu Y, Xiang C, Jia M, Fang, Y*. Correction: Interpretable classifiers for prediction of disability trajectories using a nationwide longitudinal database. BMC Geriatrics. 2023.
21. Zhang L, Han Y, Fang, Y*.Non-human and human service efficiency of long-term care facilities in China. Front Public Health. 2023.
22. Han Y, Ye Z, Zhang L, Fang, Y*.The effect of PM2.5 levels on continuum functional capability among older adults: Potential cause-effect or statistical associations. Arch Gerontol Geriatr. 2023.
23. Lin S, Wu Y, Fang, Y*. A hybrid machine learning model of depression estimation in home-based older adults: a 7-year follow-up study. BMC Psychiatry. 2022.
24. Shi, Z., Lin, J., Wu, Y., Fu, S., Wan, Y., & Fang, Y*. Burden of cancer and changing cancer spectrum among older adults in China: Trends and projections to 2030. Cancer epidemiology.2022.
25. Wu Y, Jia M, Xiang C, Lin S, Jiang Z, Fang Y*. Predicting the long-term cognitive trajectories using machine learning approaches: A Chinese nationwide longitudinal database. Psychiatry Research. 2022.
26. Wu Y, Lin S, Shi K, Ye Z, Y, Fang Y*. Seasonal prediction of daily PM2.5 concentrations with interpretable machine learning: a case study of Beijing, China. Environmental science and pollution research. 2022.
27. Lin S, Wu Y, Fang Y*. Comparison of Regression and Machine Learning Methods in Depression Forecasting Among Home-Based Elderly Chinese: A Community Based Study. Frontiers in Psychiatry. 2022.
28. Zhang L, Han Y, Ma Y, Xu Z, Fang Y*.Eastern perspectives on roles, responsibilities and filial piety: A case study. Nursing Ethics.2021.
29. Jian Xiao, Zaixing Shi, Fang Y*. Association between Disability Trajectory and Healthcare Service Utilization among Older Adults in China, Journal of the American Medical Directors Association. 2021.
30. YUAN M., FU H., HAN Y., CHEN J.，Fang Y*.Mediation and Moderated Mediation in the Relationships among Income Condition, Depression, Cognition and Residence among Older Adults in China. Geriatrics & Gerontology International. 2020.
31. Zeng Y, Luo M, Lin J, He H, Deng X, Xie S, Fang Y*. Cost-effectiveness of augmenting universal hepatitis B vaccination with immunoglobulin treatment: a case study in Zhejiang Province. East China. Hum Vaccin Immunother. 2020.
32. L Ye, J Luo, B-C Shia，Y Fang*. Heterogeneous health latent classes and their regional disparities for older adults in China: based on multidimensional health. Public Health. 2020.
33. Zhang L, Fu S, Fang Y*.Prediction the Contribution Rate of Long-Term Care Insurance for the Aged in China Based on the Balance of Supply and Demand. Sustainability. 2020.
34. Zeng Y, Xu W, Chen L, Chen F, Fang Y*. The Influencing Factors of Health-Seeking Preference and Community Health Service Utilization Among Patients in Primary Care Reform in Xiamen, China. Patient Prefer Adherence. 2020.
35. Zhou, Z., Lin, C., Ma, J., Towne S. D., Han Y. & Fang, Y.*. The Association of Social Isolation on the Risk of Stroke among Middle-aged and Older Adults in China. American Journal of Epidemiology. 2019.
36. Zhou, Z. , Cai, L. , Zhuang, M. , Hong, Y. A. , Fang, Y.* . A longitudinal analysis of the association between the living arrangements and psychological well-being of older Chinese adults: the role of income sources. BMC Geriatrics.2019.
37. Yuan M, Chen J, Zhou Z, Yin J, Wu J, Luo M, Wang L, Fang Y*. Joint associations of smartphone use and gender on multidimensional cognitive health among community-dwelling older adults: a cross-sectional study. BMC Geriatrics. 2019.
38. Zhang L, Zeng Y, Fang Y*. Evaluating the technical efficiency of care among long-term care facilities in Xiamen, China: based on data envelopment analysis and Tobit model. BMC public health. 2019.
39. Yanbing Zeng, Mingliang Luo, Junze Chen , Hanqing He, Xuan Deng, Shuyun Xie, Fang Y*.An economic evaluation of the current measles vaccination program:A case study in Zhejiang Province, east China.Vaccine. 2019.
40. Yanbing Zeng, Zhipeng Yuan,Jiahui Yin,Yaofeng Han,Cheng-I Chu, Fang Y*.Factors Affecting Parental Intention to Vaccinate Kindergarten Children against Influenza: A Cross-Sectional Survey in China,Vaccine. 2019.
41. Yanbing Zeng,Zhipeng Yuan,Lele Chen,Jielong Wu,Fan Chen, Fang Y*.Primary care reforms in managing chronic diseases in Xiamen, China: a tentative assessment. The International Journal of Health Planning and Management. 2019.
42. Yanbing Zeng,Jiajing Li,Zhipeng Yuan, Fang Y*.The effect of China’s new cooperative medical scheme on health expenditures among the rural elderly,International Journal for Equity in Health. 2019.
43. Yanbing Zeng, Mingliang Luo, Hanqing He, Xuan Deng, Shuyun Xie, Fang Y*.Cost-effectiveness of augmenting universal hepatitis B vaccination with immunoglobulin treatment: A case study in Zhejiang Province, East China. Human Vaccines & Immunotherapeutics. 2019.
44. Zhou, Z., Mao F, Han Y, Fu J, & Fang Y*.Social Engagement and Cognitive Impairment in Older Chinese Adults: The Mediating Role of Psychological Well-Being. Journal of Aging and Health. 2019.
45. Han Y, Yin J, Zeng Y, Chu CI, Chiang YC, Fang Y*. Determinants of Parental Intentions to Vaccinate Kindergarten Children Against Seasonal Influenza in Xiamen, China. J Prim Prev. 2019.
